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Table 1 Status of different monitoring parameters extracted from satellite data 2002, 2009, 2012

From: Synergizing community-based forest monitoring with remote sensing: a path to an effective REDD+ MRV system

 

Area (ha)

2002

2009

2012

1. Land cover

 Watershed

  Tree cover with < 10% crown density

1221

991

975

  Tree cover with > 10% crown density (Forest)

4363

4873

4917

  Subtotal: tree cover

5584

5864

5892

  Agriculture and built-up area

2110

2021

2021

  Barren area

272

83

56

  Water body

36

34

33

  Total watershed

8002

 CFs

  Tree cover with < 10% crown density

500

376

378

  Tree cover with > 10% crown density (Forest)

1667

1946

1976

  Subtotal: tree cover

2167

2322

2354

  Agriculture and built-up area

49

34

26

  Barren area

167

26

3

  Water body

2

3

2

  Total CFs

2385

 Non-CFs

  Tree cover with < 10% crown density

721

615

598

  Tree cover with > 10% crown density (forest)

2696

2927

2940

  Subtotal: tree cover

3417

3542

3538

  Agriculture and built-up area

2061

1987

1995

  Barren area

105

57

53

  Water body

34

31

31

  Total Non-CFs

5617

2. Tree crown size

 Watershed

  < 15 m2

2191

1453

1454

  15–30 m2

2024

2228

2247

  > 30 m2

1369

2183

2191

  Total

5584

5864

5892

 CFs

  < 15 m2

843

575

581

  15–30 m2

816

887

901

  > 30 m2

508

860

872

  Total

2167

2322

2354

 Non-CFs

  < 15 m2

1348

878

872

  15–30 m2

1208

1341

1347

  > 30 m2

861

1323

1319

  Total

3417

3542

3538

3. Forest crown density (%)

 Watershed

  10–40

3631

3885

3919

  40–70

512

717

726

  > 70

220

271

272

  Total

4363

4873

4917

 CFs

  10–40

1391

1547

1571

  40–70

193

286

291

  > 70

83

113

115

  Total

1667

1946

1976

 Non-CFs

  10–40

2241

2338

2348

  40–70

318

432

435

  > 70

137

157

157

  Total

2696

2927

2940

4. Above ground biomass (AGB)

 Watershed

  Total AGB (ton)

2,661,790

2,928,074

2,985,291

  Average AGB (ton/ha)

342

354

360

  Standard deviation AGB

121

123

130

 CFs

  Total AGB (ton)

1,120,050

1,236,838

1,265,923

  Average AGB (ton/ha)

370

392

405

  Standard deviation AGB

103

103

110

 Non-CFs

   

  Total AGB (ton)

1,541,740

1,691,236

1,719,368

  Average AGB (ton/ha)

324

331

367

  Standard deviation AGB

128

128

134